## Controlled generation of hard and easy Bayesian networks: Impact on maximal clique size in tree clustering

- Ole J. Mengshoel, David C. Wilkins, Dan Roth
- Artif. Intell.
- 2006

Highly Influenced

@inproceedings{Welch1996RealTE, title={Real Time Estimation of Bayesian Networks}, author={Robert L. Welch}, booktitle={UAI}, year={1996} }

- Published 1996 in UAI

For real time evaluation of a Bayesian network when there is not sufficient time to obtain an exact solution, a guaranteed response time, approximate solution is required. It is shovm that non traditional methods utilizing estimators based on an archive of trial solutions and genetic search can provide an approximate solution that is considerably superior to the traditional Monte Carlo simulation methods.